Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 142193 |
| Missing cells | 316559 |
| Missing cells (%) | 9.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 25.0 MiB |
| Average record size in memory | 184.0 B |
Variable types
| Categorical | 7 |
|---|---|
| Numeric | 16 |
Date has a high cardinality: 3436 distinct values | High cardinality |
MinTemp is highly correlated with MaxTemp and 3 other fields | High correlation |
MaxTemp is highly correlated with MinTemp and 3 other fields | High correlation |
Rainfall is highly correlated with RainToday | High correlation |
Evaporation is highly correlated with MinTemp and 4 other fields | High correlation |
Sunshine is highly correlated with Humidity9am and 4 other fields | High correlation |
WindGustSpeed is highly correlated with WindSpeed9am and 1 other fields | High correlation |
WindSpeed9am is highly correlated with WindGustSpeed | High correlation |
WindSpeed3pm is highly correlated with WindGustSpeed | High correlation |
Humidity9am is highly correlated with Evaporation and 2 other fields | High correlation |
Humidity3pm is highly correlated with Sunshine and 4 other fields | High correlation |
Pressure9am is highly correlated with Pressure3pm | High correlation |
Pressure3pm is highly correlated with Pressure9am | High correlation |
Cloud9am is highly correlated with Sunshine and 2 other fields | High correlation |
Cloud3pm is highly correlated with Sunshine and 2 other fields | High correlation |
Temp9am is highly correlated with MinTemp and 3 other fields | High correlation |
Temp3pm is highly correlated with MinTemp and 5 other fields | High correlation |
RainToday is highly correlated with Rainfall | High correlation |
MinTemp is highly correlated with MaxTemp and 2 other fields | High correlation |
MaxTemp is highly correlated with MinTemp and 5 other fields | High correlation |
Rainfall is highly correlated with RainToday | High correlation |
Evaporation is highly correlated with MaxTemp and 3 other fields | High correlation |
Sunshine is highly correlated with Humidity3pm and 2 other fields | High correlation |
WindGustSpeed is highly correlated with WindSpeed9am and 1 other fields | High correlation |
WindSpeed9am is highly correlated with WindGustSpeed and 1 other fields | High correlation |
WindSpeed3pm is highly correlated with WindGustSpeed and 1 other fields | High correlation |
Humidity9am is highly correlated with MaxTemp and 2 other fields | High correlation |
Humidity3pm is highly correlated with MaxTemp and 5 other fields | High correlation |
Pressure9am is highly correlated with Pressure3pm | High correlation |
Pressure3pm is highly correlated with Pressure9am | High correlation |
Cloud9am is highly correlated with Sunshine and 2 other fields | High correlation |
Cloud3pm is highly correlated with Sunshine and 2 other fields | High correlation |
Temp9am is highly correlated with MinTemp and 3 other fields | High correlation |
Temp3pm is highly correlated with MinTemp and 4 other fields | High correlation |
RainToday is highly correlated with Rainfall | High correlation |
MinTemp is highly correlated with MaxTemp and 2 other fields | High correlation |
MaxTemp is highly correlated with MinTemp and 3 other fields | High correlation |
Rainfall is highly correlated with RainToday | High correlation |
Evaporation is highly correlated with MaxTemp | High correlation |
Sunshine is highly correlated with Cloud9am and 1 other fields | High correlation |
WindGustSpeed is highly correlated with WindSpeed3pm | High correlation |
WindSpeed3pm is highly correlated with WindGustSpeed | High correlation |
Pressure9am is highly correlated with Pressure3pm | High correlation |
Pressure3pm is highly correlated with Pressure9am | High correlation |
Cloud9am is highly correlated with Sunshine and 1 other fields | High correlation |
Cloud3pm is highly correlated with Sunshine and 1 other fields | High correlation |
Temp9am is highly correlated with MinTemp and 2 other fields | High correlation |
Temp3pm is highly correlated with MinTemp and 2 other fields | High correlation |
RainToday is highly correlated with Rainfall | High correlation |
Location is highly correlated with MinTemp and 8 other fields | High correlation |
MinTemp is highly correlated with Location and 5 other fields | High correlation |
MaxTemp is highly correlated with Location and 5 other fields | High correlation |
Sunshine is highly correlated with Humidity9am and 4 other fields | High correlation |
WindGustDir is highly correlated with Location and 2 other fields | High correlation |
WindGustSpeed is highly correlated with WindSpeed9am and 1 other fields | High correlation |
WindDir9am is highly correlated with Location and 2 other fields | High correlation |
WindDir3pm is highly correlated with Location and 2 other fields | High correlation |
WindSpeed9am is highly correlated with WindGustSpeed and 1 other fields | High correlation |
WindSpeed3pm is highly correlated with WindGustSpeed and 1 other fields | High correlation |
Humidity9am is highly correlated with Location and 6 other fields | High correlation |
Humidity3pm is highly correlated with Location and 8 other fields | High correlation |
Pressure9am is highly correlated with MinTemp and 2 other fields | High correlation |
Pressure3pm is highly correlated with MinTemp and 2 other fields | High correlation |
Cloud9am is highly correlated with Sunshine and 3 other fields | High correlation |
Cloud3pm is highly correlated with Sunshine and 3 other fields | High correlation |
Temp9am is highly correlated with Location and 6 other fields | High correlation |
Temp3pm is highly correlated with Location and 5 other fields | High correlation |
RainToday is highly correlated with Humidity3pm | High correlation |
RainTomorrow is highly correlated with Sunshine and 2 other fields | High correlation |
Evaporation has 60843 (42.8%) missing values | Missing |
Sunshine has 67816 (47.7%) missing values | Missing |
WindGustDir has 9330 (6.6%) missing values | Missing |
WindGustSpeed has 9270 (6.5%) missing values | Missing |
WindDir9am has 10013 (7.0%) missing values | Missing |
WindDir3pm has 3778 (2.7%) missing values | Missing |
WindSpeed3pm has 2630 (1.8%) missing values | Missing |
Humidity9am has 1774 (1.2%) missing values | Missing |
Humidity3pm has 3610 (2.5%) missing values | Missing |
Pressure9am has 14014 (9.9%) missing values | Missing |
Pressure3pm has 13981 (9.8%) missing values | Missing |
Cloud9am has 53657 (37.7%) missing values | Missing |
Cloud3pm has 57094 (40.2%) missing values | Missing |
Temp3pm has 2726 (1.9%) missing values | Missing |
Rainfall has 90275 (63.5%) zeros | Zeros |
Sunshine has 2308 (1.6%) zeros | Zeros |
WindSpeed9am has 8612 (6.1%) zeros | Zeros |
Cloud9am has 8587 (6.0%) zeros | Zeros |
Cloud3pm has 4957 (3.5%) zeros | Zeros |
Reproduction
| Analysis started | 2021-10-31 12:42:38.594898 |
|---|---|
| Analysis finished | 2021-10-31 12:43:55.856555 |
| Duration | 1 minute and 17.26 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 3436 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| 2013-12-01 | 49 |
|---|---|
| 2014-01-09 | 49 |
| 2014-01-11 | 49 |
| 2014-01-12 | 49 |
| 2014-01-13 | 49 |
| Other values (3431) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 92 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 2008-12-01 |
|---|---|
| 2nd row | 2008-12-02 |
| 3rd row | 2008-12-03 |
| 4th row | 2008-12-04 |
| 5th row | 2008-12-05 |
Common Values
| Value | Count | Frequency (%) |
| 2013-12-01 | 49 | < 0.1% |
| 2014-01-09 | 49 | < 0.1% |
| 2014-01-11 | 49 | < 0.1% |
| 2014-01-12 | 49 | < 0.1% |
| 2014-01-13 | 49 | < 0.1% |
| 2014-01-14 | 49 | < 0.1% |
| 2014-01-16 | 49 | < 0.1% |
| 2014-01-19 | 49 | < 0.1% |
| 2014-01-20 | 49 | < 0.1% |
| 2014-01-21 | 49 | < 0.1% |
| Other values (3426) | 141703 |
Length
| Value | Count | Frequency (%) |
| 2013-12-01 | 49 | < 0.1% |
| 2017-02-14 | 49 | < 0.1% |
| 2017-05-03 | 49 | < 0.1% |
| 2017-06-23 | 49 | < 0.1% |
| 2017-06-21 | 49 | < 0.1% |
| 2017-06-15 | 49 | < 0.1% |
| 2017-06-14 | 49 | < 0.1% |
| 2017-06-12 | 49 | < 0.1% |
| 2017-06-10 | 49 | < 0.1% |
| 2017-06-09 | 49 | < 0.1% |
| Other values (3426) | 141703 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 49 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| Canberra | 3418 |
|---|---|
| Sydney | 3337 |
| Perth | 3193 |
| Darwin | 3192 |
| Hobart | 3188 |
| Other values (44) |
Length
| Max length | 16 |
|---|---|
| Median length | 8 |
| Mean length | 8.703206206 |
| Min length | 4 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Albury |
|---|---|
| 2nd row | Albury |
| 3rd row | Albury |
| 4th row | Albury |
| 5th row | Albury |
Common Values
| Value | Count | Frequency (%) |
| Canberra | 3418 | 2.4% |
| Sydney | 3337 | 2.3% |
| Perth | 3193 | 2.2% |
| Darwin | 3192 | 2.2% |
| Hobart | 3188 | 2.2% |
| Brisbane | 3161 | 2.2% |
| Adelaide | 3090 | 2.2% |
| Bendigo | 3034 | 2.1% |
| Townsville | 3033 | 2.1% |
| AliceSprings | 3031 | 2.1% |
| Other values (39) | 110516 |
Length
| Value | Count | Frequency (%) |
| canberra | 3418 | 2.4% |
| sydney | 3337 | 2.3% |
| perth | 3193 | 2.2% |
| darwin | 3192 | 2.2% |
| hobart | 3188 | 2.2% |
| brisbane | 3161 | 2.2% |
| adelaide | 3090 | 2.2% |
| bendigo | 3034 | 2.1% |
| townsville | 3033 | 2.1% |
| alicesprings | 3031 | 2.1% |
| Other values (39) | 110516 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 389 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 637 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.18639973 |
| Minimum | -8.5 |
|---|---|
| Maximum | 33.9 |
| Zeros | 156 |
| Zeros (%) | 0.1% |
| Negative | 3406 |
| Negative (%) | 2.4% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -8.5 |
|---|---|
| 5-th percentile | 1.8 |
| Q1 | 7.6 |
| median | 12 |
| Q3 | 16.8 |
| 95-th percentile | 23 |
| Maximum | 33.9 |
| Range | 42.4 |
| Interquartile range (IQR) | 9.2 |
Descriptive statistics
| Standard deviation | 6.403282675 |
|---|---|
| Coefficient of variation (CV) | 0.5254449893 |
| Kurtosis | -0.4872527487 |
| Mean | 12.18639973 |
| Median Absolute Deviation (MAD) | 4.6 |
| Skewness | 0.02389982065 |
| Sum | 1725058 |
| Variance | 41.00202901 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11 | 883 | 0.6% |
| 9.6 | 883 | 0.6% |
| 10.2 | 880 | 0.6% |
| 10.5 | 867 | 0.6% |
| 10.8 | 860 | 0.6% |
| 9 | 853 | 0.6% |
| 12 | 850 | 0.6% |
| 10 | 849 | 0.6% |
| 13 | 844 | 0.6% |
| 10.4 | 842 | 0.6% |
| Other values (379) | 132945 |
| Value | Count | Frequency (%) |
| -8.5 | 1 | < 0.1% |
| -8.2 | 2 | < 0.1% |
| -8 | 2 | < 0.1% |
| -7.8 | 1 | < 0.1% |
| -7.6 | 2 | < 0.1% |
| -7.5 | 2 | < 0.1% |
| -7.3 | 1 | < 0.1% |
| -7.2 | 1 | < 0.1% |
| -7.1 | 1 | < 0.1% |
| -7 | 6 |
| Value | Count | Frequency (%) |
| 33.9 | 1 | < 0.1% |
| 31.9 | 1 | < 0.1% |
| 31.8 | 1 | < 0.1% |
| 31.4 | 3 | |
| 31.2 | 1 | < 0.1% |
| 31 | 1 | < 0.1% |
| 30.7 | 2 | |
| 30.5 | 1 | < 0.1% |
| 30.3 | 1 | < 0.1% |
| 30.2 | 1 | < 0.1% |
| Distinct | 505 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 322 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.22678419 |
| Minimum | -4.8 |
|---|---|
| Maximum | 48.1 |
| Zeros | 14 |
| Zeros (%) | < 0.1% |
| Negative | 105 |
| Negative (%) | 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -4.8 |
|---|---|
| 5-th percentile | 12.8 |
| Q1 | 17.9 |
| median | 22.6 |
| Q3 | 28.2 |
| 95-th percentile | 35.5 |
| Maximum | 48.1 |
| Range | 52.9 |
| Interquartile range (IQR) | 10.3 |
Descriptive statistics
| Standard deviation | 7.117618141 |
|---|---|
| Coefficient of variation (CV) | 0.306440103 |
| Kurtosis | -0.2384461504 |
| Mean | 23.22678419 |
| Median Absolute Deviation (MAD) | 5.1 |
| Skewness | 0.2249166146 |
| Sum | 3295207.1 |
| Variance | 50.660488 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20 | 871 | 0.6% |
| 19.8 | 829 | 0.6% |
| 19 | 827 | 0.6% |
| 20.4 | 820 | 0.6% |
| 20.8 | 804 | 0.6% |
| 19.9 | 803 | 0.6% |
| 19.5 | 801 | 0.6% |
| 21 | 799 | 0.6% |
| 18.5 | 793 | 0.6% |
| 18.2 | 792 | 0.6% |
| Other values (495) | 133732 |
| Value | Count | Frequency (%) |
| -4.8 | 1 | |
| -4.1 | 1 | |
| -3.8 | 1 | |
| -3.7 | 1 | |
| -3.2 | 1 | |
| -3.1 | 2 | |
| -3 | 1 | |
| -2.9 | 1 | |
| -2.7 | 1 | |
| -2.5 | 2 |
| Value | Count | Frequency (%) |
| 48.1 | 1 | < 0.1% |
| 47.3 | 2 | |
| 47 | 1 | < 0.1% |
| 46.9 | 1 | < 0.1% |
| 46.8 | 3 | |
| 46.7 | 2 | |
| 46.6 | 1 | < 0.1% |
| 46.5 | 1 | < 0.1% |
| 46.4 | 4 | |
| 46.3 | 2 |
| Distinct | 679 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 1406 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.349974074 |
| Minimum | 0 |
|---|---|
| Maximum | 371 |
| Zeros | 90275 |
| Zeros (%) | 63.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.8 |
| 95-th percentile | 13 |
| Maximum | 371 |
| Range | 371 |
| Interquartile range (IQR) | 0.8 |
Descriptive statistics
| Standard deviation | 8.465172918 |
|---|---|
| Coefficient of variation (CV) | 3.602240982 |
| Kurtosis | 180.0020968 |
| Mean | 2.349974074 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.888061068 |
| Sum | 330845.8 |
| Variance | 71.65915253 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 90275 | |
| 0.2 | 8685 | 6.1% |
| 0.4 | 3750 | 2.6% |
| 0.6 | 2562 | 1.8% |
| 0.8 | 2028 | 1.4% |
| 1 | 1747 | 1.2% |
| 1.2 | 1515 | 1.1% |
| 1.4 | 1365 | 1.0% |
| 1.6 | 1187 | 0.8% |
| 1.8 | 1088 | 0.8% |
| Other values (669) | 26585 | 18.7% |
| (Missing) | 1406 | 1.0% |
| Value | Count | Frequency (%) |
| 0 | 90275 | |
| 0.1 | 154 | 0.1% |
| 0.2 | 8685 | 6.1% |
| 0.3 | 64 | < 0.1% |
| 0.4 | 3750 | 2.6% |
| 0.5 | 39 | < 0.1% |
| 0.6 | 2562 | 1.8% |
| 0.7 | 13 | < 0.1% |
| 0.8 | 2028 | 1.4% |
| 0.9 | 15 | < 0.1% |
| Value | Count | Frequency (%) |
| 371 | 1 | |
| 367.6 | 1 | |
| 278.4 | 1 | |
| 268.6 | 1 | |
| 247.2 | 1 | |
| 240 | 1 | |
| 236.8 | 1 | |
| 225 | 1 | |
| 219.6 | 1 | |
| 216.3 | 1 |
| Distinct | 356 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 60843 |
| Missing (%) | 42.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.469824216 |
| Minimum | 0 |
|---|---|
| Maximum | 145 |
| Zeros | 240 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2.6 |
| median | 4.8 |
| Q3 | 7.4 |
| 95-th percentile | 12 |
| Maximum | 145 |
| Range | 145 |
| Interquartile range (IQR) | 4.8 |
Descriptive statistics
| Standard deviation | 4.188536509 |
|---|---|
| Coefficient of variation (CV) | 0.7657534033 |
| Kurtosis | 45.06778373 |
| Mean | 5.469824216 |
| Median Absolute Deviation (MAD) | 2.4 |
| Skewness | 3.746833979 |
| Sum | 444970.2 |
| Variance | 17.54383809 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 3282 | 2.3% |
| 8 | 2574 | 1.8% |
| 2.2 | 2057 | 1.4% |
| 2 | 1996 | 1.4% |
| 2.6 | 1975 | 1.4% |
| 2.4 | 1963 | 1.4% |
| 1.8 | 1945 | 1.4% |
| 3 | 1937 | 1.4% |
| 3.4 | 1934 | 1.4% |
| 3.2 | 1918 | 1.3% |
| Other values (346) | 59769 | |
| (Missing) | 60843 |
| Value | Count | Frequency (%) |
| 0 | 240 | 0.2% |
| 0.1 | 8 | < 0.1% |
| 0.2 | 497 | 0.3% |
| 0.3 | 10 | < 0.1% |
| 0.4 | 760 | |
| 0.5 | 14 | < 0.1% |
| 0.6 | 1082 | |
| 0.7 | 24 | < 0.1% |
| 0.8 | 1358 | |
| 0.9 | 28 | < 0.1% |
| Value | Count | Frequency (%) |
| 145 | 1 | |
| 86.2 | 1 | |
| 82.4 | 1 | |
| 81.2 | 1 | |
| 77.3 | 1 | |
| 74.8 | 1 | |
| 72.2 | 1 | |
| 70.4 | 1 | |
| 70 | 1 | |
| 68.8 | 2 |
Sunshine
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 145 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 67816 |
| Missing (%) | 47.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.624853113 |
| Minimum | 0 |
|---|---|
| Maximum | 14.5 |
| Zeros | 2308 |
| Zeros (%) | 1.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.3 |
| Q1 | 4.9 |
| median | 8.5 |
| Q3 | 10.6 |
| 95-th percentile | 12.8 |
| Maximum | 14.5 |
| Range | 14.5 |
| Interquartile range (IQR) | 5.7 |
Descriptive statistics
| Standard deviation | 3.781524994 |
|---|---|
| Coefficient of variation (CV) | 0.495947258 |
| Kurtosis | -0.8203636955 |
| Mean | 7.624853113 |
| Median Absolute Deviation (MAD) | 2.6 |
| Skewness | -0.5029112767 |
| Sum | 567113.7 |
| Variance | 14.29993128 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2308 | 1.6% |
| 10.7 | 1087 | 0.8% |
| 11 | 1078 | 0.8% |
| 10.8 | 1058 | 0.7% |
| 10.5 | 1018 | 0.7% |
| 10.9 | 1013 | 0.7% |
| 10.3 | 999 | 0.7% |
| 10.2 | 985 | 0.7% |
| 10 | 973 | 0.7% |
| 11.1 | 967 | 0.7% |
| Other values (135) | 62891 | |
| (Missing) | 67816 |
| Value | Count | Frequency (%) |
| 0 | 2308 | |
| 0.1 | 533 | 0.4% |
| 0.2 | 511 | 0.4% |
| 0.3 | 422 | 0.3% |
| 0.4 | 319 | 0.2% |
| 0.5 | 315 | 0.2% |
| 0.6 | 293 | 0.2% |
| 0.7 | 338 | 0.2% |
| 0.8 | 314 | 0.2% |
| 0.9 | 318 | 0.2% |
| Value | Count | Frequency (%) |
| 14.5 | 1 | < 0.1% |
| 14.3 | 4 | < 0.1% |
| 14.2 | 2 | < 0.1% |
| 14.1 | 6 | < 0.1% |
| 14 | 15 | < 0.1% |
| 13.9 | 22 | < 0.1% |
| 13.8 | 56 | < 0.1% |
| 13.7 | 117 | |
| 13.6 | 180 | |
| 13.5 | 181 |
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 9330 |
| Missing (%) | 6.6% |
| Memory size | 1.1 MiB |
| W | |
|---|---|
| SE | |
| E | |
| N | |
| SSE | |
| Other values (11) |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.195901041 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | W |
|---|---|
| 2nd row | WNW |
| 3rd row | WSW |
| 4th row | NE |
| 5th row | W |
Common Values
| Value | Count | Frequency (%) |
| W | 9780 | 6.9% |
| SE | 9309 | 6.5% |
| E | 9071 | 6.4% |
| N | 9033 | 6.4% |
| SSE | 8993 | 6.3% |
| S | 8949 | 6.3% |
| WSW | 8901 | 6.3% |
| SW | 8797 | 6.2% |
| SSW | 8610 | 6.1% |
| WNW | 8066 | 5.7% |
| Other values (6) | 43354 | |
| (Missing) | 9330 | 6.6% |
Length
| Value | Count | Frequency (%) |
| w | 9780 | 7.4% |
| se | 9309 | 7.0% |
| e | 9071 | 6.8% |
| n | 9033 | 6.8% |
| sse | 8993 | 6.8% |
| s | 8949 | 6.7% |
| wsw | 8901 | 6.7% |
| sw | 8797 | 6.6% |
| ssw | 8610 | 6.5% |
| wnw | 8066 | 6.1% |
| Other values (6) | 43354 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
WindGustSpeed
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 67 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 9270 |
| Missing (%) | 6.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.98429166 |
| Minimum | 6 |
|---|---|
| Maximum | 135 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 31 |
| median | 39 |
| Q3 | 48 |
| 95-th percentile | 65 |
| Maximum | 135 |
| Range | 129 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 13.58880077 |
|---|---|
| Coefficient of variation (CV) | 0.3398534825 |
| Kurtosis | 1.417854632 |
| Mean | 39.98429166 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.8743045673 |
| Sum | 5314832 |
| Variance | 184.6555062 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 35 | 9070 | 6.4% |
| 39 | 8656 | 6.1% |
| 31 | 8310 | 5.8% |
| 37 | 7903 | 5.6% |
| 33 | 7814 | 5.5% |
| 41 | 7236 | 5.1% |
| 30 | 6943 | 4.9% |
| 43 | 6513 | 4.6% |
| 28 | 6382 | 4.5% |
| 44 | 5341 | 3.8% |
| Other values (57) | 58755 | |
| (Missing) | 9270 | 6.5% |
| Value | Count | Frequency (%) |
| 6 | 1 | < 0.1% |
| 7 | 18 | < 0.1% |
| 9 | 91 | 0.1% |
| 11 | 190 | 0.1% |
| 13 | 529 | 0.4% |
| 15 | 829 | 0.6% |
| 17 | 1375 | |
| 19 | 1728 | |
| 20 | 2598 | |
| 22 | 2787 |
| Value | Count | Frequency (%) |
| 135 | 3 | < 0.1% |
| 130 | 1 | < 0.1% |
| 126 | 2 | < 0.1% |
| 124 | 2 | < 0.1% |
| 122 | 2 | < 0.1% |
| 120 | 3 | < 0.1% |
| 117 | 4 | |
| 115 | 5 | |
| 113 | 8 | |
| 111 | 3 | < 0.1% |
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 10013 |
| Missing (%) | 7.0% |
| Memory size | 1.1 MiB |
| N | |
|---|---|
| SE | |
| E | |
| SSE | |
| NW | |
| Other values (11) |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.184309275 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | W |
|---|---|
| 2nd row | NNW |
| 3rd row | W |
| 4th row | SE |
| 5th row | ENE |
Common Values
| Value | Count | Frequency (%) |
| N | 11393 | 8.0% |
| SE | 9162 | 6.4% |
| E | 9024 | 6.3% |
| SSE | 8966 | 6.3% |
| NW | 8552 | 6.0% |
| S | 8493 | 6.0% |
| W | 8260 | 5.8% |
| SW | 8237 | 5.8% |
| NNE | 7948 | 5.6% |
| NNW | 7840 | 5.5% |
| Other values (6) | 44305 | |
| (Missing) | 10013 | 7.0% |
Length
| Value | Count | Frequency (%) |
| n | 11393 | 8.6% |
| se | 9162 | 6.9% |
| e | 9024 | 6.8% |
| sse | 8966 | 6.8% |
| nw | 8552 | 6.5% |
| s | 8493 | 6.4% |
| w | 8260 | 6.2% |
| sw | 8237 | 6.2% |
| nne | 7948 | 6.0% |
| nnw | 7840 | 5.9% |
| Other values (6) | 44305 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3778 |
| Missing (%) | 2.7% |
| Memory size | 1.1 MiB |
| SE | |
|---|---|
| W | |
| S | |
| WSW | |
| SW | |
| Other values (11) |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.208806849 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | WNW |
|---|---|
| 2nd row | WSW |
| 3rd row | WSW |
| 4th row | E |
| 5th row | NW |
Common Values
| Value | Count | Frequency (%) |
| SE | 10663 | 7.5% |
| W | 9911 | 7.0% |
| S | 9598 | 6.7% |
| WSW | 9329 | 6.6% |
| SW | 9182 | 6.5% |
| SSE | 9142 | 6.4% |
| N | 8667 | 6.1% |
| WNW | 8656 | 6.1% |
| NW | 8468 | 6.0% |
| ESE | 8382 | 5.9% |
| Other values (6) | 46417 |
Length
| Value | Count | Frequency (%) |
| se | 10663 | 7.7% |
| w | 9911 | 7.2% |
| s | 9598 | 6.9% |
| wsw | 9329 | 6.7% |
| sw | 9182 | 6.6% |
| sse | 9142 | 6.6% |
| n | 8667 | 6.3% |
| wnw | 8656 | 6.3% |
| nw | 8468 | 6.1% |
| ese | 8382 | 6.1% |
| Other values (6) | 46417 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 43 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1348 |
| Missing (%) | 0.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.001988 |
| Minimum | 0 |
|---|---|
| Maximum | 130 |
| Zeros | 8612 |
| Zeros (%) | 6.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 7 |
| median | 13 |
| Q3 | 19 |
| 95-th percentile | 30 |
| Maximum | 130 |
| Range | 130 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 8.893337098 |
|---|---|
| Coefficient of variation (CV) | 0.6351481731 |
| Kurtosis | 1.226555132 |
| Mean | 14.001988 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.77549369 |
| Sum | 1972110 |
| Variance | 79.09144474 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 13400 | 9.4% |
| 13 | 12851 | 9.0% |
| 11 | 11514 | 8.1% |
| 17 | 10599 | 7.5% |
| 7 | 10587 | 7.4% |
| 15 | 10396 | 7.3% |
| 6 | 8989 | 6.3% |
| 0 | 8612 | 6.1% |
| 19 | 8579 | 6.0% |
| 20 | 7904 | 5.6% |
| Other values (33) | 37414 |
| Value | Count | Frequency (%) |
| 0 | 8612 | |
| 2 | 4544 | 3.2% |
| 4 | 6292 | |
| 6 | 8989 | |
| 7 | 10587 | |
| 9 | 13400 | |
| 11 | 11514 | |
| 13 | 12851 | |
| 15 | 10396 | |
| 17 | 10599 |
| Value | Count | Frequency (%) |
| 130 | 1 | < 0.1% |
| 87 | 2 | < 0.1% |
| 83 | 1 | < 0.1% |
| 74 | 4 | < 0.1% |
| 72 | 1 | < 0.1% |
| 69 | 2 | < 0.1% |
| 67 | 3 | < 0.1% |
| 65 | 8 | |
| 63 | 8 | |
| 61 | 11 |
WindSpeed3pm
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 44 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2630 |
| Missing (%) | 1.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.63757586 |
| Minimum | 0 |
|---|---|
| Maximum | 87 |
| Zeros | 1096 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 13 |
| median | 19 |
| Q3 | 24 |
| 95-th percentile | 34.8 |
| Maximum | 87 |
| Range | 87 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 8.803345036 |
|---|---|
| Coefficient of variation (CV) | 0.4723438875 |
| Kurtosis | 0.775864544 |
| Mean | 18.63757586 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.6314326033 |
| Sum | 2601116 |
| Variance | 77.49888383 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13 | 12338 | 8.7% |
| 17 | 12306 | 8.7% |
| 20 | 11504 | 8.1% |
| 15 | 11301 | 7.9% |
| 19 | 11034 | 7.8% |
| 11 | 9844 | 6.9% |
| 9 | 9577 | 6.7% |
| 24 | 8846 | 6.2% |
| 22 | 8410 | 5.9% |
| 28 | 6395 | 4.5% |
| Other values (34) | 38008 |
| Value | Count | Frequency (%) |
| 0 | 1096 | 0.8% |
| 2 | 1012 | 0.7% |
| 4 | 2213 | 1.6% |
| 6 | 3744 | 2.6% |
| 7 | 5813 | |
| 9 | 9577 | |
| 11 | 9844 | |
| 13 | 12338 | |
| 15 | 11301 | |
| 17 | 12306 |
| Value | Count | Frequency (%) |
| 87 | 1 | < 0.1% |
| 83 | 2 | < 0.1% |
| 78 | 1 | < 0.1% |
| 76 | 2 | < 0.1% |
| 74 | 1 | < 0.1% |
| 72 | 2 | < 0.1% |
| 69 | 3 | < 0.1% |
| 67 | 1 | < 0.1% |
| 65 | 17 | |
| 63 | 13 |
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1774 |
| Missing (%) | 1.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 68.84381031 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 34 |
| Q1 | 57 |
| median | 70 |
| Q3 | 83 |
| 95-th percentile | 98 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 26 |
Descriptive statistics
| Standard deviation | 19.05129254 |
|---|---|
| Coefficient of variation (CV) | 0.2767321049 |
| Kurtosis | -0.03924572083 |
| Mean | 68.84381031 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | -0.4828207735 |
| Sum | 9666979 |
| Variance | 362.9517473 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 99 | 3350 | 2.4% |
| 70 | 2985 | 2.1% |
| 69 | 2962 | 2.1% |
| 68 | 2961 | 2.1% |
| 65 | 2952 | 2.1% |
| 71 | 2939 | 2.1% |
| 66 | 2916 | 2.1% |
| 67 | 2895 | 2.0% |
| 64 | 2867 | 2.0% |
| 75 | 2859 | 2.0% |
| Other values (91) | 110733 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 5 | < 0.1% |
| 2 | 8 | < 0.1% |
| 3 | 10 | < 0.1% |
| 4 | 20 | < 0.1% |
| 5 | 27 | < 0.1% |
| 6 | 37 | |
| 7 | 43 | |
| 8 | 56 | |
| 9 | 71 |
| Value | Count | Frequency (%) |
| 100 | 2827 | |
| 99 | 3350 | |
| 98 | 2063 | |
| 97 | 1757 | |
| 96 | 1577 | |
| 95 | 1589 | |
| 94 | 1730 | |
| 93 | 1833 | |
| 92 | 1728 | |
| 91 | 1834 |
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 3610 |
| Missing (%) | 2.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.48260609 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 4 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 17 |
| Q1 | 37 |
| median | 52 |
| Q3 | 66 |
| 95-th percentile | 88 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 29 |
Descriptive statistics
| Standard deviation | 20.79777184 |
|---|---|
| Coefficient of variation (CV) | 0.4039766714 |
| Kurtosis | -0.511101194 |
| Mean | 51.48260609 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 0.03451544293 |
| Sum | 7134614 |
| Variance | 432.5473137 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 52 | 2699 | 1.9% |
| 55 | 2685 | 1.9% |
| 57 | 2679 | 1.9% |
| 53 | 2650 | 1.9% |
| 59 | 2639 | 1.9% |
| 58 | 2604 | 1.8% |
| 54 | 2595 | 1.8% |
| 51 | 2577 | 1.8% |
| 56 | 2574 | 1.8% |
| 50 | 2573 | 1.8% |
| Other values (91) | 112308 | |
| (Missing) | 3610 | 2.5% |
| Value | Count | Frequency (%) |
| 0 | 4 | < 0.1% |
| 1 | 26 | < 0.1% |
| 2 | 35 | < 0.1% |
| 3 | 63 | < 0.1% |
| 4 | 113 | 0.1% |
| 5 | 156 | 0.1% |
| 6 | 239 | |
| 7 | 302 | |
| 8 | 420 | |
| 9 | 478 |
| Value | Count | Frequency (%) |
| 100 | 393 | |
| 99 | 428 | |
| 98 | 588 | |
| 97 | 393 | |
| 96 | 451 | |
| 95 | 452 | |
| 94 | 550 | |
| 93 | 593 | |
| 92 | 636 | |
| 91 | 601 |
Pressure9am
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 546 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 14014 |
| Missing (%) | 9.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1017.653758 |
| Minimum | 980.5 |
|---|---|
| Maximum | 1041 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 980.5 |
|---|---|
| 5-th percentile | 1006.2 |
| Q1 | 1012.9 |
| median | 1017.6 |
| Q3 | 1022.4 |
| 95-th percentile | 1029.5 |
| Maximum | 1041 |
| Range | 60.5 |
| Interquartile range (IQR) | 9.5 |
Descriptive statistics
| Standard deviation | 7.105475712 |
|---|---|
| Coefficient of variation (CV) | 0.006982213403 |
| Kurtosis | 0.2361999825 |
| Mean | 1017.653758 |
| Median Absolute Deviation (MAD) | 4.7 |
| Skewness | -0.09621089388 |
| Sum | 130441841.1 |
| Variance | 50.48778509 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1016.4 | 804 | 0.6% |
| 1017.9 | 779 | 0.5% |
| 1018.7 | 764 | 0.5% |
| 1018 | 761 | 0.5% |
| 1015.9 | 757 | 0.5% |
| 1017.3 | 756 | 0.5% |
| 1017.8 | 755 | 0.5% |
| 1016.3 | 753 | 0.5% |
| 1017.2 | 745 | 0.5% |
| 1015.5 | 744 | 0.5% |
| Other values (536) | 120561 | |
| (Missing) | 14014 | 9.9% |
| Value | Count | Frequency (%) |
| 980.5 | 1 | |
| 982 | 1 | |
| 982.2 | 1 | |
| 982.3 | 1 | |
| 982.9 | 2 | |
| 983.7 | 1 | |
| 983.9 | 1 | |
| 984.4 | 1 | |
| 984.6 | 2 | |
| 985 | 1 |
| Value | Count | Frequency (%) |
| 1041 | 1 | < 0.1% |
| 1040.9 | 1 | < 0.1% |
| 1040.6 | 2 | |
| 1040.5 | 1 | < 0.1% |
| 1040.4 | 3 | |
| 1040.3 | 3 | |
| 1040.2 | 2 | |
| 1040.1 | 3 | |
| 1040 | 1 | < 0.1% |
| 1039.9 | 3 |
Pressure3pm
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 549 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 13981 |
| Missing (%) | 9.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1015.258204 |
| Minimum | 977.1 |
|---|---|
| Maximum | 1039.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 977.1 |
|---|---|
| 5-th percentile | 1004 |
| Q1 | 1010.4 |
| median | 1015.2 |
| Q3 | 1020 |
| 95-th percentile | 1026.9 |
| Maximum | 1039.6 |
| Range | 62.5 |
| Interquartile range (IQR) | 9.6 |
Descriptive statistics
| Standard deviation | 7.036676783 |
|---|---|
| Coefficient of variation (CV) | 0.006930923344 |
| Kurtosis | 0.1325207865 |
| Mean | 1015.258204 |
| Median Absolute Deviation (MAD) | 4.8 |
| Skewness | -0.04619761861 |
| Sum | 130168284.8 |
| Variance | 49.51482016 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1015.5 | 773 | 0.5% |
| 1015.3 | 767 | 0.5% |
| 1015.7 | 763 | 0.5% |
| 1015.6 | 761 | 0.5% |
| 1015.1 | 752 | 0.5% |
| 1015.8 | 751 | 0.5% |
| 1013.5 | 751 | 0.5% |
| 1015.4 | 745 | 0.5% |
| 1016 | 738 | 0.5% |
| 1014.8 | 735 | 0.5% |
| Other values (539) | 120676 | |
| (Missing) | 13981 | 9.8% |
| Value | Count | Frequency (%) |
| 977.1 | 1 | |
| 978.2 | 1 | |
| 979 | 1 | |
| 980.2 | 2 | |
| 981.2 | 1 | |
| 981.4 | 1 | |
| 981.9 | 1 | |
| 982.2 | 1 | |
| 982.6 | 1 | |
| 982.9 | 1 |
| Value | Count | Frequency (%) |
| 1039.6 | 1 | < 0.1% |
| 1038.9 | 1 | < 0.1% |
| 1038.5 | 1 | < 0.1% |
| 1038.4 | 1 | < 0.1% |
| 1038.2 | 1 | < 0.1% |
| 1038 | 1 | < 0.1% |
| 1037.9 | 2 | |
| 1037.8 | 2 | |
| 1037.7 | 3 | |
| 1037.6 | 1 | < 0.1% |
Cloud9am
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 53657 |
| Missing (%) | 37.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.437189392 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 8587 |
| Zeros (%) | 6.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 2.887015526 |
|---|---|
| Coefficient of variation (CV) | 0.6506405904 |
| Kurtosis | -1.5411594 |
| Mean | 4.437189392 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.2242855389 |
| Sum | 392851 |
| Variance | 8.334858646 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 19749 | 13.9% |
| 1 | 15558 | 10.9% |
| 8 | 14389 | 10.1% |
| 0 | 8587 | 6.0% |
| 6 | 8072 | 5.7% |
| 2 | 6442 | 4.5% |
| 3 | 5854 | 4.1% |
| 5 | 5510 | 3.9% |
| 4 | 4373 | 3.1% |
| 9 | 2 | < 0.1% |
| (Missing) | 53657 |
| Value | Count | Frequency (%) |
| 0 | 8587 | |
| 1 | 15558 | |
| 2 | 6442 | 4.5% |
| 3 | 5854 | 4.1% |
| 4 | 4373 | 3.1% |
| 5 | 5510 | 3.9% |
| 6 | 8072 | |
| 7 | 19749 | |
| 8 | 14389 | |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 9 | 2 | < 0.1% |
| 8 | 14389 | |
| 7 | 19749 | |
| 6 | 8072 | |
| 5 | 5510 | 3.9% |
| 4 | 4373 | 3.1% |
| 3 | 5854 | 4.1% |
| 2 | 6442 | 4.5% |
| 1 | 15558 | |
| 0 | 8587 |
Cloud3pm
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 57094 |
| Missing (%) | 40.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.5031669 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 4957 |
| Zeros (%) | 3.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.72063253 |
|---|---|
| Coefficient of variation (CV) | 0.604159826 |
| Kurtosis | -1.457932583 |
| Mean | 4.5031669 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.2240923649 |
| Sum | 383215 |
| Variance | 7.401841365 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 18052 | 12.7% |
| 1 | 14827 | 10.4% |
| 8 | 12407 | 8.7% |
| 6 | 8869 | 6.2% |
| 2 | 7153 | 5.0% |
| 3 | 6836 | 4.8% |
| 5 | 6743 | 4.7% |
| 4 | 5254 | 3.7% |
| 0 | 4957 | 3.5% |
| 9 | 1 | < 0.1% |
| (Missing) | 57094 |
| Value | Count | Frequency (%) |
| 0 | 4957 | 3.5% |
| 1 | 14827 | |
| 2 | 7153 | 5.0% |
| 3 | 6836 | 4.8% |
| 4 | 5254 | 3.7% |
| 5 | 6743 | 4.7% |
| 6 | 8869 | |
| 7 | 18052 | |
| 8 | 12407 | |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9 | 1 | < 0.1% |
| 8 | 12407 | |
| 7 | 18052 | |
| 6 | 8869 | |
| 5 | 6743 | 4.7% |
| 4 | 5254 | 3.7% |
| 3 | 6836 | 4.8% |
| 2 | 7153 | 5.0% |
| 1 | 14827 | |
| 0 | 4957 | 3.5% |
| Distinct | 440 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 904 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.98750858 |
| Minimum | -7.2 |
|---|---|
| Maximum | 40.2 |
| Zeros | 35 |
| Zeros (%) | < 0.1% |
| Negative | 420 |
| Negative (%) | 0.3% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -7.2 |
|---|---|
| 5-th percentile | 6.9 |
| Q1 | 12.3 |
| median | 16.7 |
| Q3 | 21.6 |
| 95-th percentile | 28.2 |
| Maximum | 40.2 |
| Range | 47.4 |
| Interquartile range (IQR) | 9.3 |
Descriptive statistics
| Standard deviation | 6.492838325 |
|---|---|
| Coefficient of variation (CV) | 0.3822125119 |
| Kurtosis | -0.3491547666 |
| Mean | 16.98750858 |
| Median Absolute Deviation (MAD) | 4.6 |
| Skewness | 0.09138682047 |
| Sum | 2400148.1 |
| Variance | 42.15694952 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17 | 901 | 0.6% |
| 13.8 | 887 | 0.6% |
| 14.8 | 873 | 0.6% |
| 16 | 869 | 0.6% |
| 16.6 | 855 | 0.6% |
| 14 | 855 | 0.6% |
| 15 | 852 | 0.6% |
| 16.5 | 844 | 0.6% |
| 13 | 831 | 0.6% |
| 15.4 | 827 | 0.6% |
| Other values (430) | 132695 | |
| (Missing) | 904 | 0.6% |
| Value | Count | Frequency (%) |
| -7.2 | 1 | < 0.1% |
| -7 | 1 | < 0.1% |
| -6.2 | 1 | < 0.1% |
| -5.9 | 1 | < 0.1% |
| -5.6 | 2 | < 0.1% |
| -5.5 | 2 | < 0.1% |
| -5.3 | 2 | < 0.1% |
| -5.2 | 5 | |
| -4.8 | 1 | < 0.1% |
| -4.5 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 40.2 | 1 | |
| 39.4 | 1 | |
| 39.1 | 1 | |
| 39 | 1 | |
| 38.9 | 1 | |
| 38.6 | 1 | |
| 38.3 | 1 | |
| 38.2 | 1 | |
| 38 | 1 | |
| 37.9 | 1 |
| Distinct | 500 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 2726 |
| Missing (%) | 1.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.68723497 |
| Minimum | -5.4 |
|---|---|
| Maximum | 46.7 |
| Zeros | 16 |
| Zeros (%) | < 0.1% |
| Negative | 171 |
| Negative (%) | 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -5.4 |
|---|---|
| 5-th percentile | 11.5 |
| Q1 | 16.6 |
| median | 21.1 |
| Q3 | 26.4 |
| 95-th percentile | 33.7 |
| Maximum | 46.7 |
| Range | 52.1 |
| Interquartile range (IQR) | 9.8 |
Descriptive statistics
| Standard deviation | 6.937593869 |
|---|---|
| Coefficient of variation (CV) | 0.3198929636 |
| Kurtosis | -0.1464607024 |
| Mean | 21.68723497 |
| Median Absolute Deviation (MAD) | 4.9 |
| Skewness | 0.2400541927 |
| Sum | 3024653.6 |
| Variance | 48.13020868 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20 | 871 | 0.6% |
| 19 | 858 | 0.6% |
| 18.4 | 856 | 0.6% |
| 18.5 | 856 | 0.6% |
| 17.8 | 845 | 0.6% |
| 19.2 | 826 | 0.6% |
| 19.4 | 825 | 0.6% |
| 18 | 821 | 0.6% |
| 19.3 | 821 | 0.6% |
| 17 | 814 | 0.6% |
| Other values (490) | 131074 | |
| (Missing) | 2726 | 1.9% |
| Value | Count | Frequency (%) |
| -5.4 | 1 | < 0.1% |
| -5.1 | 1 | < 0.1% |
| -4.4 | 1 | < 0.1% |
| -4.2 | 1 | < 0.1% |
| -4.1 | 1 | < 0.1% |
| -4 | 1 | < 0.1% |
| -3.9 | 2 | |
| -3.8 | 1 | < 0.1% |
| -3.7 | 3 | |
| -3.5 | 3 |
| Value | Count | Frequency (%) |
| 46.7 | 1 | < 0.1% |
| 46.2 | 1 | < 0.1% |
| 46.1 | 3 | |
| 45.9 | 1 | < 0.1% |
| 45.8 | 2 | |
| 45.4 | 1 | < 0.1% |
| 45.3 | 2 | |
| 45.2 | 2 | |
| 45 | 1 | < 0.1% |
| 44.9 | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1406 |
| Missing (%) | 1.0% |
| Memory size | 1.1 MiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 109332 | |
| 1.0 | 31455 | 22.1% |
| (Missing) | 1406 | 1.0% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 109332 | |
| 1.0 | 31455 | 22.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 110316 | |
| 1 | 31877 | 22.4% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 110316 | |
| 1 | 31877 | 22.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Date | Location | MinTemp | MaxTemp | Rainfall | Evaporation | Sunshine | WindGustDir | WindGustSpeed | WindDir9am | WindDir3pm | WindSpeed9am | WindSpeed3pm | Humidity9am | Humidity3pm | Pressure9am | Pressure3pm | Cloud9am | Cloud3pm | Temp9am | Temp3pm | RainToday | RainTomorrow | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2008-12-01 | Albury | 13.4 | 22.9 | 0.6 | NaN | NaN | W | 44.0 | W | WNW | 20.0 | 24.0 | 71.0 | 22.0 | 1007.7 | 1007.1 | 8.0 | NaN | 16.9 | 21.8 | 0.0 | 0 |
| 1 | 2008-12-02 | Albury | 7.4 | 25.1 | 0.0 | NaN | NaN | WNW | 44.0 | NNW | WSW | 4.0 | 22.0 | 44.0 | 25.0 | 1010.6 | 1007.8 | NaN | NaN | 17.2 | 24.3 | 0.0 | 0 |
| 2 | 2008-12-03 | Albury | 12.9 | 25.7 | 0.0 | NaN | NaN | WSW | 46.0 | W | WSW | 19.0 | 26.0 | 38.0 | 30.0 | 1007.6 | 1008.7 | NaN | 2.0 | 21.0 | 23.2 | 0.0 | 0 |
| 3 | 2008-12-04 | Albury | 9.2 | 28.0 | 0.0 | NaN | NaN | NE | 24.0 | SE | E | 11.0 | 9.0 | 45.0 | 16.0 | 1017.6 | 1012.8 | NaN | NaN | 18.1 | 26.5 | 0.0 | 0 |
| 4 | 2008-12-05 | Albury | 17.5 | 32.3 | 1.0 | NaN | NaN | W | 41.0 | ENE | NW | 7.0 | 20.0 | 82.0 | 33.0 | 1010.8 | 1006.0 | 7.0 | 8.0 | 17.8 | 29.7 | 0.0 | 0 |
| 5 | 2008-12-06 | Albury | 14.6 | 29.7 | 0.2 | NaN | NaN | WNW | 56.0 | W | W | 19.0 | 24.0 | 55.0 | 23.0 | 1009.2 | 1005.4 | NaN | NaN | 20.6 | 28.9 | 0.0 | 0 |
| 6 | 2008-12-07 | Albury | 14.3 | 25.0 | 0.0 | NaN | NaN | W | 50.0 | SW | W | 20.0 | 24.0 | 49.0 | 19.0 | 1009.6 | 1008.2 | 1.0 | NaN | 18.1 | 24.6 | 0.0 | 0 |
| 7 | 2008-12-08 | Albury | 7.7 | 26.7 | 0.0 | NaN | NaN | W | 35.0 | SSE | W | 6.0 | 17.0 | 48.0 | 19.0 | 1013.4 | 1010.1 | NaN | NaN | 16.3 | 25.5 | 0.0 | 0 |
| 8 | 2008-12-09 | Albury | 9.7 | 31.9 | 0.0 | NaN | NaN | NNW | 80.0 | SE | NW | 7.0 | 28.0 | 42.0 | 9.0 | 1008.9 | 1003.6 | NaN | NaN | 18.3 | 30.2 | 0.0 | 1 |
| 9 | 2008-12-10 | Albury | 13.1 | 30.1 | 1.4 | NaN | NaN | W | 28.0 | S | SSE | 15.0 | 11.0 | 58.0 | 27.0 | 1007.0 | 1005.7 | NaN | NaN | 20.1 | 28.2 | 1.0 | 0 |
Last rows
| Date | Location | MinTemp | MaxTemp | Rainfall | Evaporation | Sunshine | WindGustDir | WindGustSpeed | WindDir9am | WindDir3pm | WindSpeed9am | WindSpeed3pm | Humidity9am | Humidity3pm | Pressure9am | Pressure3pm | Cloud9am | Cloud3pm | Temp9am | Temp3pm | RainToday | RainTomorrow | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142183 | 2017-06-15 | Uluru | 2.6 | 22.5 | 0.0 | NaN | NaN | S | 19.0 | S | E | 9.0 | 7.0 | 59.0 | 24.0 | 1025.0 | 1021.4 | NaN | NaN | 8.8 | 22.1 | 0.0 | 0 |
| 142184 | 2017-06-16 | Uluru | 5.2 | 24.3 | 0.0 | NaN | NaN | E | 24.0 | SE | E | 11.0 | 11.0 | 53.0 | 24.0 | 1023.8 | 1020.0 | NaN | NaN | 12.3 | 23.3 | 0.0 | 0 |
| 142185 | 2017-06-17 | Uluru | 6.4 | 23.4 | 0.0 | NaN | NaN | ESE | 31.0 | S | ESE | 15.0 | 17.0 | 53.0 | 25.0 | 1025.8 | 1023.0 | NaN | NaN | 11.2 | 23.1 | 0.0 | 0 |
| 142186 | 2017-06-18 | Uluru | 8.0 | 20.7 | 0.0 | NaN | NaN | ESE | 41.0 | SE | E | 19.0 | 26.0 | 56.0 | 32.0 | 1028.1 | 1024.3 | NaN | 7.0 | 11.6 | 20.0 | 0.0 | 0 |
| 142187 | 2017-06-19 | Uluru | 7.4 | 20.6 | 0.0 | NaN | NaN | E | 35.0 | ESE | E | 15.0 | 17.0 | 63.0 | 33.0 | 1027.2 | 1023.3 | NaN | NaN | 11.0 | 20.3 | 0.0 | 0 |
| 142188 | 2017-06-20 | Uluru | 3.5 | 21.8 | 0.0 | NaN | NaN | E | 31.0 | ESE | E | 15.0 | 13.0 | 59.0 | 27.0 | 1024.7 | 1021.2 | NaN | NaN | 9.4 | 20.9 | 0.0 | 0 |
| 142189 | 2017-06-21 | Uluru | 2.8 | 23.4 | 0.0 | NaN | NaN | E | 31.0 | SE | ENE | 13.0 | 11.0 | 51.0 | 24.0 | 1024.6 | 1020.3 | NaN | NaN | 10.1 | 22.4 | 0.0 | 0 |
| 142190 | 2017-06-22 | Uluru | 3.6 | 25.3 | 0.0 | NaN | NaN | NNW | 22.0 | SE | N | 13.0 | 9.0 | 56.0 | 21.0 | 1023.5 | 1019.1 | NaN | NaN | 10.9 | 24.5 | 0.0 | 0 |
| 142191 | 2017-06-23 | Uluru | 5.4 | 26.9 | 0.0 | NaN | NaN | N | 37.0 | SE | WNW | 9.0 | 9.0 | 53.0 | 24.0 | 1021.0 | 1016.8 | NaN | NaN | 12.5 | 26.1 | 0.0 | 0 |
| 142192 | 2017-06-24 | Uluru | 7.8 | 27.0 | 0.0 | NaN | NaN | SE | 28.0 | SSE | N | 13.0 | 7.0 | 51.0 | 24.0 | 1019.4 | 1016.5 | 3.0 | 2.0 | 15.1 | 26.0 | 0.0 | 0 |